156+ Relational Databases Ranked & Compared

Compare SQL databases ranked by GitHub stars, community adoption, and real-world usage.

Last updated: April 17, 2026
136 databases
1TiDB
TiDB
40.0k+177 30d

MySQL-compatible distributed SQL database for hybrid transactional and analytical workloads

Relational·2015·Apache-2.0·Go
2CockroachDB
CockroachDB
32.1k+142 30d

Distributed SQL database built for cloud-native global applications with serializable isolation

Relational·2015·BSL-1.1·Go, C++
3SpacetimeDB
SpacetimeDB
24.5k+1.1k 30d

Relational database that is also a server, running application logic inside the database with real-time client sync

Relational·2023·BSL-1.1·Rust
4TimescaleDB
TimescaleDB
22.4k+301 30d

Time-series database for high-performance real-time analytics, packaged as a PostgreSQL extension

Time-Series·2017·Timescale License (Apache-2.0 for core)·C
5Dolt
Dolt
22.2k+1.1k 30d

Version-controlled SQL database with Git-like branching, merging, and diffing for data

Relational·2019·Apache-2.0·Go
6Neon
Neon
21.5k+284 30d

Serverless PostgreSQL with separated storage and compute, branching, and scale-to-zero

Relational·2022·Apache-2.0·Rust, C
7Vitess
Vitess
20.9k+134 30d

Cloud-native database clustering system for horizontal scaling of MySQL through transparent sharding

Relational·2012·Apache-2.0·Go
8PostgreSQL
PostgreSQL
20.6k+356 30d

The world's most advanced open-source relational database

Relational·1996·PostgreSQL License·C
9Turso
Turso
18.3k+473 30d

In-process SQL database compatible with SQLite, written in Rust with vector search and CDC support

Embedded·2024·MIT·Rust
10rqlite
rqlite
17.4k+75 30d

Lightweight, fault-tolerant, distributed relational database built on SQLite and Raft consensus

Relational·2014·MIT·Go
11FoundationDB
FoundationDB
16.2k+58 30d

Distributed, transactional key-value store with multi-model layers and strict serializability

Key-Value·2013·Apache-2.0·C++, Flow
12PGlite
PGlite
15.1k+218 30d

Embeddable WASM Postgres under 3MB with reactivity and live sync

Embedded·2024·Apache-2.0·TypeScript, C
13Gel
Gel
14.1k+24 30d

Graph-relational database on Postgres with EdgeQL, built-in auth, and AI-ready embeddings

Relational·2019·Apache-2.0·Python, Rust
14Citus
Citus
12.4k+65 30d

Distributed PostgreSQL as an extension for multi-tenant SaaS and real-time analytics at scale

Relational·2016·AGPL-3.0·C
15MySQL
MySQL
12.2k+90 30d

The world's most popular open source relational database

Relational·1995·GPLv2·C, C++
16Mnesia
Mnesia
12.1k+39 30d

Distributed real-time database management system built into Erlang/OTP for telecom-grade fault tolerance

Key-Value·1999·Apache-2.0·Erlang
17WatermelonDB
WatermelonDB
11.6k+24 30d

Reactive and asynchronous database for high-performance React and React Native apps

Embedded·2018·MIT·JavaScript, C++
18WCDB
WCDB
11.6k−78 30d

Cross-platform database framework by WeChat with ORM, encryption, corruption recovery, and full-text search

Embedded·2017·BSD-3-Clause·C, C++, Java, Swift, Objective-C
19YugabyteDB
YugabyteDB
10.2k+62 30d

PostgreSQL-compatible distributed SQL database with high resilience and geo-distribution

Relational·2017·Apache-2.0·C++, Java
20OceanBase
OceanBase
10.1k+52 30d

Distributed relational database for high-performance transactional, analytical, and AI workloads at scale

Relational·2010·Mulan PubL v2·C++
21SQLite
SQLite
9.4k+177 30d

The most widely deployed embedded SQL database engine

Relational·2000·Public Domain·C
22immudb
immudb
9.0k+17 30d

Immutable, tamperproof database with cryptographic verification for zero-trust environments

Multi-Model·2019·BUSL-1.1·Go
23RisingWave
RisingWave
8.9k+81 30d

Postgres-compatible streaming database for real-time event processing and analytics

Streaming·2022·Apache-2.0·Rust
24MariaDB
MariaDB
7.4k+141 30d

Community-developed fork of MySQL with enhanced features and performance

Relational·2009·GPLv2·C, C++
25AlaSQL
AlaSQL
7.3k+9 30d

Lightweight JavaScript SQL database for browser and Node.js with Excel and JSON support

Embedded·2014·MIT·JavaScript
26Apache Hive
Apache Hive
6.0k−14 30d

Data warehouse software for reading, writing, and managing large datasets in distributed storage using SQL

Analytics·2010·Apache-2.0·Java
27AliSQL
AliSQL
5.8k+42 30d

Alibaba's battle-tested MySQL branch with built-in DuckDB analytics and vector search

Relational·2016·GPL-2.0·C++, C
28Apache Ignite
Apache Ignite
5.1k+10 30d

Distributed in-memory database with ACID transactions, SQL, and compute capabilities

Multi-Model·2015·Apache-2.0·Java, C++, C#
29YDB
YDB
4.7k+23 30d

Open-source distributed SQL database combining high availability, scalability, strong consistency, and ACID transactions

Relational·2022·Apache-2.0·C++
30H2 Database
H2 Database
4.6k−17 30d

Fast, embeddable Java RDBMS with browser-based console and PostgreSQL compatibility mode

Embedded·2005·MPL-2.0·Java
31Apache AGE
Apache AGE
4.4k+112 30d

PostgreSQL extension that adds graph database functionality with openCypher query support

Graph·2020·Apache-2.0·C
32CrateDB
CrateDB
4.4k+19 30d

Distributed SQL database for real-time analytics on massive datasets with PostgreSQL compatibility

Multi-Model·2014·Apache-2.0·Java
33dqlite
dqlite
4.3k+16 30d

Lightweight distributed SQLite with Raft consensus for fault-tolerant edge and IoT deployments

Relational·2017·LGPL-3.0·C
34OrioleDB
OrioleDB
4.0k+20 30d

Cloud-native storage engine for PostgreSQL eliminating bloat, vacuum, and wraparound problems

Relational·2022·Apache-2.0·C
35CozoDB
CozoDB
4.0k+41 30d

Transactional relational-graph-vector database using Datalog for query — the hippocampus for AI

Multi-Model·2022·MPL-2.0·Rust
36Alibaba Cloud PolarDB

Cloud-native relational database with MySQL, PostgreSQL, and Oracle compatibility and HTAP capabilities

Relational·2018·proprietary·C, C++
37XTDB
XTDB
3.0k+24 30d

Immutable bitemporal SQL database for time-travel reporting and data compliance

Document·2019·MPL-2.0·Clojure, Java
38PostGIS
PostGIS
2.1k+27 30d

Spatial database extension for PostgreSQL adding geographic object support and geospatial queries

Relational·2001·GPL-2.0·C
39ActorDB
ActorDB
1.9k+4 30d

Distributed SQL database using the actor model with Raft consensus on SQLite

Relational·2014·MPL-2.0·Erlang, C
40MatrixOne
MatrixOne
1.8k−14 30d

Cloud-native HTAP database with MySQL compatibility, Git-style data versioning, and AI-native capabilities

Relational·2021·Apache-2.0·Go
41RisingLight
RisingLight
1.8k+11 30d

Educational OLAP database system written in Rust with columnar storage

Analytics·2022·Apache-2.0·Rust
42OpenMLDB
OpenMLDB
1.7k0 30d

Open-source machine learning database providing consistent feature engineering for training and inference

Time-Series·2021·Apache-2.0·C++, Java, Python
43PolarDB-X
PolarDB-X
1.7k+2 30d

Cloud-native distributed SQL database for high concurrency and massive storage with MySQL compatibility

Relational·2020·Apache-2.0·Java
44CovenantSQL
CovenantSQL
1.5k+1 30d

Decentralized SQL database built on blockchain with immutable query history and GDPR compliance

Relational·2018·Apache-2.0·Go
45Comdb2
Comdb2
1.5k+3 30d

Bloomberg's clustered RDBMS built on optimistic concurrency with high availability SQL

Relational·2004·Apache-2.0·C
46AgensGraph
AgensGraph
1.5k+8 30d

Multi-model graph database built on PostgreSQL with SQL and Cypher support

Graph·2016·Apache-2.0·C
47Firebird
Firebird
1.4k+14 30d

True open-source relational database with multi-generational architecture

Relational·2000·IPL / IDPL·C++
48Percona Server for MySQL

Free, fully compatible, enhanced open-source drop-in replacement for MySQL with superior performance and scalability

Relational·2008·GPL-2.0·C++, C
49Apache Cloudberry

Advanced open-source MPP analytics database forked from Greenplum with a modern PostgreSQL kernel

Analytics·2023·Apache-2.0·C, C++
50Apache Phoenix
Apache Phoenix
1.1k+4 30d

Massively parallel SQL engine on top of Apache HBase for low-latency OLTP queries

Relational·2014·Apache-2.0·Java
51Virtuoso
Virtuoso
951+6 30d

High-performance multi-model database combining SQL, RDF, SPARQL, XML, and knowledge graph capabilities

Multi-Model·1998·GPLv2 (Open Source Edition)·C, C++
52openGauss
openGauss
772+5 30d

Huawei's open-source PostgreSQL-derived enterprise RDBMS optimized for ARM and high concurrency

Relational·2020·Mulan PSL v2·C, C++
53MonetDB
MonetDB
460+3 30d

Pioneering open-source column-store database for high-performance analytics and data warehousing

Analytics·2004·MPL-2.0·C
54CUBRID
CUBRID
286+1 30d

Open-source object-relational DBMS optimized for web applications with high availability clustering

Relational·2008·Apache-2.0·C, C++, Java
55OpenTenBase
OpenTenBase
243+46 30d

Enterprise-level distributed HTAP database based on PostgreSQL for hybrid transactional and analytical workloads

Relational·2019·BSD-3-Clause·C
56H2GIS
H2GIS
2180 30d

Spatial extension for the H2 database bringing PostGIS-style geospatial capabilities to embedded Java apps

Relational·2014·LGPL-3.0·Java
57Splice Machine

Dual-engine HTAP database combining HBase transactions with Spark analytics and ANSI SQL

Relational·2014·AGPL-3.0·Java, Scala
58EdgelessDB
EdgelessDB
1670 30d

MySQL-compatible database for confidential computing running entirely inside secure SGX enclaves

Relational·2021·GPL-2.0·Go, C++
59Greenplum
Greenplum
112+2 30d

Massively parallel processing analytics database built on PostgreSQL for large-scale data warehousing

Analytics·2005·proprietary·C, C++, Python
60Altibase
Altibase
280 30d

Hybrid in-memory/on-disk relational database with Oracle compatibility and enterprise-grade ACID support

Relational·2000·Server Side Public License (SSPL) / Commercial·C, C++
61VoltDB
VoltDB
18+1 30d

In-memory NewSQL database for sub-millisecond ACID transactions at massive scale

Relational·2010·AGPL-3.0·Java, C++
62Exasol
Exasol
60 30d

High-performance in-memory MPP analytics database delivering up to 1000x faster analytical queries

Analytics·2000·Commercial·C++
63SequoiaDB
SequoiaDB
60 30d

Distributed multi-model NewSQL database for financial and enterprise applications in China

Multi-Model·2012·AGPL-3.0·C++
644D

Integrated relational database and rapid application development platform with built-in web server

Relational·1984·proprietary·C++
65Actian PSQL

Zero-DBA embedded relational database with nano-footprint for application developers

Relational·1982·proprietary·C, C++
66Actian Vector

Vectorized columnar analytics database with SIMD-optimized query execution

Analytics·2010·proprietary·C, C++
67Adabas

High-performance mainframe database for large-scale enterprise transaction processing

Multi-Model·1971·proprietary·Assembler, C
68Alibaba Cloud AnalyticDB for MySQL

Cloud-native real-time data warehouse with MySQL compatibility for petabyte-scale analytics

Analytics·2017·proprietary·C++
69Alibaba Cloud AnalyticDB for PostgreSQL

MPP cloud data warehouse with PostgreSQL compatibility and vector search capabilities

Analytics·2016·proprietary·C, C++
70Amazon Aurora

MySQL and PostgreSQL-compatible relational database with up to 5x throughput and 99.999% availability

Relational·2014·proprietary
71Amazon Redshift

Petabyte-scale cloud data warehouse with columnar storage and massively parallel processing

Analytics·2013·proprietary
72AntDB

Chinese distributed HTAP database serving telecom-scale workloads with hyper-converged multi-engine architecture

Multi-Model·2014·Apache-2.0·C
73Brytlyt

GPU-accelerated analytics database built on PostgreSQL for millisecond queries on billions of rows

Analytics·2016·proprietary·C++, C
74CubicWeb

Semantic web application framework with RQL query language and reusable data cubes

Multi-Model·2001·LGPL-2.1·Python
75Datacom DB

Mainframe relational database management system with decades of enterprise reliability

Relational·1974·Commercial·Assembler
76EDB Postgres Advanced Server

Enterprise PostgreSQL distribution with Oracle compatibility, advanced security, and distributed high availability

Relational·2005·Commercial·C
77ElevateDB

Royalty-free embedded SQL database engine for Delphi and C++Builder with full SQL-2003 compliance

Relational·2007·Commercial·Delphi
78Empress

ACID-compliant embedded relational database for real-time and mission-critical applications

Relational·1979·proprietary·C
79FairCom DB

Multi-model embedded database engine with ISAM, SQL, and JSON APIs over a single data set

Multi-Model·1979·proprietary·C
80FairCom EDGE

IoT edge database and data integration platform for industrial and smart-device applications

Multi-Model·2018·proprietary·C
81FileMaker

Low-code relational database platform from Apple subsidiary Claris for rapid custom business app development

Relational·1985·proprietary·C++
82Fujitsu Enterprise Postgres

Enterprise-hardened PostgreSQL with advanced security, high availability, and AI capabilities

Relational·2014·proprietary·C
83GBase

Chinese enterprise database platform with leading analytical and transactional database products

Analytics·2004·proprietary·C, C++
84Google BigQuery

Serverless, highly scalable multi-cloud data warehouse with built-in ML and real-time analytics

Analytics·2010·proprietary
85Google Cloud Spanner

Globally distributed, strongly consistent relational database with unlimited scale and 99.999% availability

Relational·2017·Proprietary·C++
86GridGain

In-memory computing platform built on Apache Ignite for real-time transactions and analytics

Multi-Model·2007·proprietary·Java, C++, C#
87HFSQL

Cross-platform embedded and client/server relational database bundled with the WinDev development suite

Relational·1993·proprietary
88HyperSQL

Fast, standards-compliant Java SQL database engine with in-memory and disk-based modes

Relational·2001·BSD-3-Clause·Java
89IBM Db2

Enterprise-grade relational database with AI-powered optimization and hybrid cloud deployment

Relational·1983·proprietary·C, C++, Assembly
90IBM Db2 Warehouse

Cloud-native analytics data warehouse with in-memory columnar processing and AI integration

Analytics·2006·proprietary·C, C++, Java
91IBM Informix

Enterprise object-relational database with seamless SQL, NoSQL, time-series, and spatial data integration

Relational·1980·proprietary·C
92Ingres

Proven enterprise relational database with ANSI SQL compliance and hybrid row-columnar storage

Relational·1974·proprietary·C
93InterBase

Ultra-fast embeddable SQL database with built-in encryption and cross-platform deployment

Relational·1984·proprietary·C, C++
94InterSystems IRIS

High-performance multi-model data platform unifying SQL, objects, documents, and key-value access on a single engine

Multi-Model·2018·proprietary·C, C++, ObjectScript
95ITTIA DB

Real-time embedded database with time-series and streaming for IoT and edge AI devices

Embedded·2003·proprietary·C, C++
96K-DB

Oracle-compatible enterprise relational database for Inspur K1 mainframes, jointly developed by Inspur and Tmaxsoft

Relational·2015·proprietary·C, C++
97kdb+

Ultra-high-performance columnar time-series database with the vector language q, built for capital markets and real-time analytics

Time-Series·2003·proprietary·C
98KingbaseES

China's leading Oracle-compatible enterprise relational database with multi-model support and 99.999% uptime

Relational·1999·proprietary·C, C++
99LeanXcale

Ultra-scalable distributed SQL database with full ACID compliance and NoSQL-speed ingestion

Relational·2015·proprietary·Java
100Linter

Russian SQL-compliant relational DBMS certified for government and defense applications

Relational·1990·proprietary·C
101Microsoft Access

Desktop relational database with a visual GUI for building forms, queries, and reports without coding

Relational·1992·proprietary·C++
102Microsoft Azure SQL Database

Fully managed cloud relational database built on the Microsoft SQL Server engine with intelligent performance

Relational·2010·proprietary
103Microsoft Azure Synapse Analytics

Integrated analytics platform combining data warehousing, big data, and data integration with serverless and provisioned options

Analytics·2019·proprietary
104Microsoft SQL Server

Enterprise relational database with built-in AI and analytics

Relational·1989·Microsoft Commercial License·C, C++
105Mimer SQL

Swedish relational database with strong SQL standards compliance for embedded and enterprise use

Relational·1982·proprietary·C, C++
106Netezza

Purpose-built analytics appliance for high-performance data warehousing and advanced analytics

Analytics·2002·Proprietary·C, C++
107NexusDB

High-performance SQL:2003 database engine for Delphi with embedded and client-server modes

Embedded·2004·proprietary·Delphi
108NonStop SQL

Fault-tolerant relational database for mission-critical OLTP on HPE NonStop systems

Relational·1986·proprietary·C, C++
109NuoDB

Cloud-native distributed SQL database with ACID compliance and elastic scale-out

Relational·2010·proprietary·C++
110OpenEdge

Integrated application development platform with embedded relational database from Progress Software

Relational·1984·Progress Commercial License·C, ABL
111Oracle Database

Enterprise-grade multi-model database with AI-native capabilities

Relational·1979·Oracle Commercial License·C, C++
112OushuDB

Cloud-native MPP data warehouse built on Apache HAWQ for petabyte-scale interactive analytics

Analytics·2016·proprietary·C, C++
113PlanetScale

Serverless MySQL-compatible cloud database platform powered by Vitess with branching and deploy requests

Relational·2021·proprietary·Go
114PolarDB for PostgreSQL

Alibaba's cloud-native PostgreSQL with shared-storage architecture and elastic scaling

Relational·2021·Apache-2.0·C
115Raima Database Manager

Ultra-small-footprint embedded relational database for IoT and mission-critical edge applications

Embedded·1984·proprietary·C
116SAP Adaptive Server Enterprise

High-performance relational database for transaction-heavy enterprise applications

Relational·1987·proprietary·C, C++
117SAP HANA

In-memory relational database for real-time analytics and transactional processing in enterprise environments

Relational·2010·proprietary·C++
118SAP SQL Anywhere

Self-managing relational database for embedded, mobile, and remote environments with synchronization

Relational·1992·SAP Commercial License·C, C++
119SingleStore

Distributed SQL database for data-intensive applications combining transactions, analytics, and AI workloads

Relational·2013·SingleStore Commercial License·C++
120Snowflake

Cloud-native data warehouse with automatic scaling, separation of storage and compute, and near-zero administration

Analytics·2014·proprietary
121SpaceTime

Spatiotemporal relational database optimized for analytical workloads on moving objects with JIT compilation

Analytics·2020·proprietary·C++
122SpatiaLite

Open-source spatial extension for SQLite providing full OGC-compliant geospatial SQL capabilities

Embedded·2008·MPL-1.1·C
123SQL.js

SQLite compiled to JavaScript and WebAssembly via Emscripten for in-browser SQL databases

Embedded·2014·MIT·C, JavaScript
124SQream DB

GPU-accelerated columnar analytics database for petabyte-scale SQL queries

Analytics·2010·proprietary·C++, CUDA
125TDSQL for MySQL

Tencent's distributed MySQL-compatible database with strong consistency and horizontal scaling

Relational·2012·proprietary·C, C++
126Teradata

Enterprise-grade parallel data warehouse for large-scale analytics and business intelligence

Analytics·1984·proprietary·C, C++
127Tibero

Oracle-compatible enterprise RDBMS from South Korea with high migration compatibility

Relational·2003·proprietary·C, C++
128Oracle TimesTen

In-memory relational database delivering microsecond response times for mission-critical OLTP

Relational·1996·proprietary·C, C++
129Transbase

Lightweight high-performance relational SQL database with a sub-10MB footprint for edge to enterprise

Relational·1987·Commercial·C
130Transwarp ArgoDB

Distributed analytical database replacing Hadoop+MPP with unified SQL analytics and real-time data processing

Analytics·proprietary
131Transwarp Hippo

Enterprise cloud-native distributed vector database with GPU acceleration and multi-model support

Vector·proprietary
132Transwarp KunDB

Financial-grade distributed relational database with strong consistency and Oracle/MySQL compatibility

Relational·proprietary
133Valentina Server

Multi-paradigm database server unifying ValentinaDB, SQLite, and DuckDB with integrated reporting

Multi-Model·2000·proprietary·C++
134Vertica

High-performance columnar analytics database for petabyte-scale real-time analytics and machine learning

Analytics·2005·Proprietary·C++
135VistaDB

Fully managed embedded .NET database engine with T-SQL compatibility in a single assembly

Embedded·2004·proprietary·C#
136Yellowbrick

Modern enterprise cloud data warehouse built on Kubernetes for extreme speed and concurrency

Analytics·2014·proprietary·C++

What is a Relational Database?

A relational database organizes data into tables with rows and columns, where relationships between tables are defined through primary and foreign keys. They use SQL (Structured Query Language) for querying and enforce ACID properties — atomicity, consistency, isolation, and durability — guaranteeing reliable transactions even under failure. First proposed by Edgar F. Codd in 1970, relational databases remain the most widely deployed database model. PostgreSQL, MySQL, MariaDB, and SQLite are among the most popular open-source options, while Oracle and Microsoft SQL Server dominate enterprise environments.

When to Use a Relational Database

Relational databases are the right choice when your data has a well-defined structure with clear relationships — user accounts, orders, inventory, financial records. They excel at transactional workloads (OLTP) where data integrity is critical: banking, e-commerce, SaaS applications, and any system where multiple operations must succeed or fail together. They're also strong for complex queries involving joins across multiple tables. Consider alternatives when you need extreme horizontal scalability (wide-column stores), flexible schemas that change frequently (document databases), sub-millisecond caching (key-value stores), or similarity search across embeddings (vector databases).

Frequently Asked Questions

What is the difference between a relational database and NoSQL?
Relational databases store data in structured tables with fixed schemas and use SQL for queries — ideal for applications needing ACID transactions and complex joins. NoSQL is an umbrella term covering document stores (MongoDB), key-value stores (Redis), wide-column stores (Cassandra), and graph databases (Neo4j) — each optimized for different access patterns. The key tradeoff: relational databases prioritize consistency and structure, while NoSQL databases trade some consistency for flexibility, horizontal scalability, or specialized query patterns.
Are relational databases still relevant in 2026?
More relevant than ever. PostgreSQL is the fastest-growing traditional database by community adoption, and the rise of Postgres-compatible cloud services (Neon, Supabase, AlloyDB, Aurora) has made relational databases easier to scale than before. The NoSQL movement of the 2010s led many teams back to SQL after encountering consistency issues — a trend sometimes called the 'SQL renaissance.' Modern relational databases now support JSON, vector search, and horizontal scaling, narrowing the gap with NoSQL alternatives.
Which is the fastest relational database?
For transactional (OLTP) workloads, PostgreSQL and MySQL are the fastest general-purpose options, with PostgreSQL offering better performance on complex queries and MySQL excelling at simple read-heavy workloads. For analytical (OLAP) queries, DuckDB and ClickHouse vastly outperform traditional relational databases. For distributed SQL at global scale, CockroachDB, YugabyteDB, and TiDB offer strong performance with automatic sharding. The 'fastest' depends entirely on your workload — benchmark with your actual query patterns.
Can relational databases scale horizontally?
Traditional relational databases like PostgreSQL and MySQL scale vertically (bigger machines) by default. For horizontal scaling, you have several options: read replicas for distributing read traffic, application-level sharding, or purpose-built distributed SQL databases like CockroachDB, YugabyteDB, TiDB, and Vitess that handle sharding automatically while maintaining SQL compatibility. Cloud services like Aurora, AlloyDB, and Neon also provide scaling features beyond what self-hosted PostgreSQL offers.
When should I use NoSQL instead of a relational database?
Use a document database (MongoDB) when your data structure varies significantly between records or changes frequently. Use a key-value store (Redis) when you need sub-millisecond reads for caching, sessions, or real-time features. Use a wide-column store (Cassandra, ScyllaDB) when you need massive write throughput for logging, IoT, or time-series data at scale. Use a graph database (Neo4j) when your core queries traverse relationships — social networks, recommendation engines, fraud detection. For everything else, a relational database is usually the simpler, safer choice.

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